data-preprocessing
pipeline
A sequence of data processing steps for machine learning workflows.
Expanded definition
A pipeline in machine learning encapsulates the complete workflow from data collection to model deployment. It typically consists of data preprocessing, feature extraction, model training, and evaluation steps. Pipelines help streamline processes and ensure consistency in the workflow.
Related terms
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